qdrant-sizing Eval report.

Task wording matches this skill metadata.

• Evaluate qdrant-sizing before installing it in an agent workflow
• automation
• RAG and knowledge workflows; Claude Code teams; builders willing to evaluate younger projects

Install handoff is available.

• npx skills add qdrant/skills --skill qdrant-sizing

standard package or runtime install path

• npx skills add qdrant/skills --skill qdrant-sizing

Good trust signals with a few areas worth checking before rollout.

• Strong shortlist
• 253 GitHub stars
• Apache-2.0

Needs review

• The simplified RAM formula `number_of_vectors × dimension × 4 × 1.5` does not explicitly include `replication_factor`, while the detailed footprint section correctly uses `base = points × replication_factor`. This could lead to undersizing replicated deployments if an agent uses the rough formula alone.

Usable candidate, but the agent should surface permission and audit notes before installation.

• Require human approval before installing into a real workspace.
• The simplified RAM formula `number_of_vectors × dimension × 4 × 1.5` does not explicitly include `replication_factor`, while the detailed footprint section correctly uses `base = points × replication_factor`. This could lead to undersizing replicated deployments if an agent uses the rough formula alone.

Apache-2.0

• Apache-2.0

no high-risk permission surface in public metadata

• Network access: medium
• Database access: medium